Projects

Updated 9 months ago

load_forecasting • Rank 7.8 • Science 36%

Forecasting electric power load of Delhi using ARIMA, RNN, LSTM, and GRU models

arima electric-load-forecasting gru lstm machine-learning rnn ses sma time-series-forecasting wma

Updated 9 months ago

https://github.com/bagustris/isst_2019 • Rank 1.4 • Science 26%

Repository for text emotion recognition submitted to ISST 2019

deep-learning emotion-recognition gru text-classification text-processing

Updated 9 months ago

swansf-datapreprocessing-sampling-notebooks • Science 57%

These notebooks provide a comprehensive workflow, from start to finish, for processing and analyzing the SWAN-SF dataset. They include detailed steps for reading the dataset files, performing full preprocessing, and executing classification.

data-preprocessing deep-learning gru imputation lstm machine-learning multivariate-timeseries normalization pandas python sampling smote solar-flare-prediction time-series-analysis time-series-classification timegan

Updated 9 months ago

text_summarization_lstm_gru • Science 44%

# Comparing the performance of LSTM and GRU for Text Summarization using Pointer Generator Networks

gru lstm pointer-generator tensorflow2 text-summarization

Updated 9 months ago

quant-geom-machine-learning • Science 57%

datasets deep-learning geodesic geometry gru machine-learning paper python quantum quantum-circuits quantum-computing quantum-control quantum-machine-learning simulations

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Open Source Science

load_forecasting • Rank 7.8 • Science 36%

https://github.com/bagustris/isst_2019 • Rank 1.4 • Science 26%

swansf-datapreprocessing-sampling-notebooks • Science 57%

text_summarization_lstm_gru • Science 44%

quant-geom-machine-learning • Science 57%